Pratik Shah

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Topics

Compressive Sensing

Surveillance Videos

Top Venues

Publications

Siddharth Chandak, Pratik Shah, Vivek S. Borkar, Parth Dodhia
Reinforcement learning in non-Markovian environments. Syst. Control. Lett. 185 (2024)
Priya Sharma, Ashish Kumar Patel, Pratik Shah, Soma Senroy
Data-Driven Weather Forecast Using Deep Convolution Neural Network. ICAART (3) (2023)
Pratik Shah, Jenna C. Lester, Jana G. Deflino, Vinay Pai
Responsible Deep Learning for Software as a Medical Device. CoRR (2023)
Sambuddha Ghosal, Audrey Xie, Pratik Shah
Uncertainty Quantified Deep Learning for Predicting Dice Coefficient of Digital Histopathology Image Segmentation. CoRR (2021)
Akram Bayat, Connor Anderson, Pratik Shah
Automated end-to-end deep learning framework for classification and tumor localization from native non-stained pathology images. Medical Imaging: Image Processing (2021)
Jaya Pathak, Pratik Shah
Markov Logic Network for Metaphor Set Expansion. ICAART (2) (2021)
Pratik Shah, Mahta Moghaddam
Matrix Element-Based Theory of Compressive Sensing and Its Application to Electromagnetic Imaging. IEEE Access 9 (2021)
Sambuddha Ghosal, Pratik Shah
Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images. CoRR (2020)
Dhiraj Murthy, Sabitha Sudarshan, Jung-Ah Lee, Charulata Ghosh, Pratik Shah, Wei-Jie Xiao, Ishank Arora, Clive Unger, Amelia Acker
Understanding the meaning of emoji in mobile social payments: Exploring the use of mobile payments as hedonic versus utilitarian through skin tone modified emoji usage. Big Data Soc. 7 (2) (2020)
Pat Pataranutaporn, Abhinandan Jain, Casey M. Johnson, Pratik Shah, Pattie Maes
Wearable Lab on Body: Combining Sensing of Biochemical and Digital Markers in a Wearable Device. EMBC (2019)
Keith Angelino, Gregory Yauney, Aman Rana, David Edlund, Pratik Shah
Digital reconstruction of teeth using near-infrared light. EMBC (2019)
Akansha Tyagi, Ashish Patel, Pratik Shah
Text Like Classification of Skeletal Sequences for Human Action Recognition. ACPR (2) (2019)
Gregory Yauney, Aman Rana, Lawrence C. Wong, Perikumar Javia, Ali Muftu, Pratik Shah
Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health. EMBC (2019)
Aman Rana, Alarice Lowe, Marie Lithgow, Katharine Horback, Tyler Janovitz, Annacarolina Da Silva, Harrison Tsai, Vignesh Shanmugam, Hyung-Jin Yoon, Pratik Shah
High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks. CoRR (2019)
Pratik Shah, Guanbo Chen, John Stang, Mahta Moghaddam
3-D Level Set Method for Joint Contrast and Shape Recovery in Microwave Imaging. IEEE Trans. Computational Imaging 5 (1) (2019)
Pratik Shah, Francis Kendall, Sean Khozin, Ryan Goosen, Jianying Hu, Jason M. Laramie, Michael Ringel, Nicholas J. Schork
Artificial intelligence and machine learning in clinical development: a translational perspective. npj Digit. Medicine 2 (2019)
Prashant Domadiya, Pratik Shah, Suman K. Mitra
Shadow-Free, Expeditious and Precise, Moving Object Separation from Video. Int. J. Image Graph. 18 (1) (2018)
Perikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah
Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients. CoRR (2018)
Ashish Patel, Pratik Shah
IIITV@INLI-2018 : Hyperdimensional Computing for Indian Native Language Identification. FIRE (Working Notes) (2018)
Gregory Yauney, Aman Rana, Lawrence C. Wong, Perikumar Javia, Ali Muftu, Pratik Shah
Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health. CoRR (2018)
Prashant Domadiya, Pratik Shah, Suman K. Mitra
Vector Graph Representation for Deformation Transfer Using Poisson Interpolation. WACV (2018)
Aman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah
Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks. ICMLA (2018)
Perikumar Javia, Aman Rana, Nathan Shapiro, Pratik Shah
Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-septic Patients. ICMLA (2018)
Gregory Yauney, Pratik Shah
Reinforcement Learning with Action-Derived Rewards for Chemotherapy and Clinical Trial Dosing Regimen Selection. MLHC (2018)
Aman Rana, Gregory Yauney, Alarice Lowe, Pratik Shah
Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks. CoRR (2018)
Keith Angelino, David Edlund, Gaurav Bhatia, Sharon Wu, Pratik Shah
Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and CBCT Imaging. BIBE (2017)
Anna Xambó, Pratik Shah, Gerard Roma, Jason Freeman, Brian Magerko
Turn-Taking and Chatting in Collaborative Music Live Coding. Audio Mostly Conference (2017)
Gregory Yauney, Keith Angelino, David Edlund, Pratik Shah
Convolutional Neural Network for Combined Classification of Fluorescent Biomarkers and Expert Annotations using White Light Images. BIBE (2017)
Sarthak Ghosh, Pratik Shah, Lorina Navarro, Xiaowei Chen
MusiSkate: enhancing the skateboarding experience through musical feedback. MobileHCI Adjunct (2016)
Gabriel Reyes, Dingtian Zhang, Sarthak Ghosh, Pratik Shah, Jason Wu, Aman Parnami, Bailey Bercik, Thad Starner, Gregory D. Abowd, W. Keith Edwards
Whoosh: non-voice acoustics for low-cost, hands-free, and rapid input on smartwatches. ISWC (2016)
Rohan S. Puri, Athanasios G. Athanassiadis, Niharika Gill, Sai Sri Sathya, Geetanjali Rathod, Akshat Wahi, Guy Satat, Maulik Majmudar, Pratik Shah
Design and preliminary evaluation of a wearable device for mass-screening of sleep apnea. EMBC (2016)
Hao Li, Lingyu Wei, Anshuman Das, Tristan Swedish, Pratik Shah, Ramesh Raskar
Capturing the human body: from VR, consumer, to health applications. SIGGRAPH Courses (2016)
Prashant Domadiya, Pratik Shah, Suman K. Mitra
Fast and Accurate Foreground Background Separation for Video Surveillance. PReMI (2015)
Lekshmi Ramesh, Pratik Shah
R-SpaRCS: An algorithm for foreground-background separation of compressively-sensed surveillance videos. AVSS (2015)
Pratik Shah, Ian Lewis, Steven L. Grant, Sylvain Angrignon
Nonlinear Acoustic Echo Cancellation Using Voltage and Current Feedback. IEEE ACM Trans. Audio Speech Lang. Process. 23 (10) (2015)
Sanjeel Parekh, Pratik Shah
Nyquist filter design using POCS methods: Including constraints in design. ISSPIT (2014)
Pratik Shah, Ian Lewis, Steven L. Grant, Sylvain Angrignon
Nonlinear acoustic echo cancellation using feedback. ICASSP (2013)
Sanjeel Parekh, Pratik Shah
Nyquist Filter Design using POCS Methods: Including Constraints in Design CoRR (2013)
Pratik Shah, Samaresh Chatterji
On the Curve Reconstruction in Riemannian Manifolds - Ordering Motion Frames. J. Math. Imaging Vis. 45 (1) (2013)
Pratik Shah, Steven L. Grant, Jacob Benesty
A fast compressive sensing method with application to network echo cancellation. EUSIPCO (2013)
M. Muthu Rama Krishnan, Pratik Shah, Chandan Chakraborty, Ajoy Kumar Ray
Statistical Analysis of Textural Features for Improved Classification of Oral Histopathological Images. J. Medical Syst. 36 (2) (2012)
Pratik Shah, Ayman Faza, Raghavendra Nimmala, Steven L. Grant, William Chapin, Robert Montgomery
Infrared and Intertial Tracking in the Immersive Audio Environment for Enhanced Military Training. ICME Workshops (2012)
Pratik Shah, Steven L. Grant, Jacob Benesty
On an iterative method for basis pursuit with application to echo cancellation with sparse impulse responses. ICASSP (2012)
Ajay Narayanan, Pratik Shah, Bipul Das
Design of spectral filtering for tissue classification. Medical Imaging: Image Processing (2012)
Steven L. Grant, Pratik Shah, Jacob Benesty
An efficient iterative method for basis pursuit adaptive filters for sparse systems. APSIPA (2012)
Pratik Shah, Mithun Das Gupta
Simultaneous Registration and Segmentation by L1 Minimization. MLMI (2012)
Pratik Shah, Steven L. Grant, William Chapin
Calibration and 3-D sound reproduction in the Immersive Audio Environment. ICME (2011)
Pratik Shah, Samaresh Chatterji
Curve Reconstruction in Riemannian Manifolds: Ordering Motion Frames CoRR (2010)
Pratik Shah, Stefano Padilla, Patrick R. Green, Mike J. Chantler
noise surfaces. APGV (2008)